The ocean wind whipped at Clara’s face, carrying the scent of salt and seaweed. She stood on the cliff edge, clutching the bucket list in her hand. Her grandmother’s handwriting, faded and elegant, seemed to shimmer in the sunlight. *Learn to surf.* The thought sent a jolt of anxiety through her. The crashing waves seemed to taunt her.

She paced back and forth, the rhythmic sound of the waves filling her ears, a constant reminder of the ocean's power. She rubbed her arms, suddenly feeling cold, despite the warm sun. *Adopt a dog.* She couldn't do this. All these dreams, all these hopes, were suddenly suffocating. Her legs shook, and she had to sit down.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283